Skill rating

Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and first deployment. WHEN: "setup AI Runway", "onboard A

Configure Azure API Management as an AI Gateway for AI models, MCP tools, and agents. WHEN: semantic caching, token limit, content safety, load balancing, AI model governance, MCP rate limiting, jailb

Pre-deployment validation for Azure readiness. Run deep checks on configuration, infrastructure (Bicep or Terraform), RBAC role assignments, managed identity permissions, and prerequisites before depl

Review and create distinctive, production-grade frontend interfaces with high design quality and design system compliance. Evaluates using three pillars: frictionless insight-to-action, quality craft,

Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creation f

Multi-agent war room for brainstorming, system design, architecture review, product specs, business strategy, or any complex problem. Use when a user wants to run a structured multi-agent session with

Bidirectional file management system for OpenClaw workspaces. Organizes, indexes, and retrieves files exchanged with users via any channel. Use when: a user sends a file (PDF, image, CSV, code, datase

Use when tasks need EasyDoc REST API to convert unstructured documents into structured JSON or markdown on either China EasyLink platform or global EasyDoc platform. Trigger for requests about POST /v

Produce an investment-banker-grade research memo (analysis.md + data-provenance.md) from CN raw-data/ JSON snapshots. Use when the user asks for "投行 md" / "银行家级分析 md" / "banker memo markdown" on an A-

Pandas-powered CSV & Excel management for quick previews, summaries, filtering, transforming, and format conversions. Use this skill whenever you need to inspect spreadsheet files, compute column-leve

Manage LSP28 The Grid on LUKSO Universal Profiles. Create, update, and manage grid layouts with mini-apps, iframes, and external links. Use when working with Universal Profile grids, LSP28 data encodi

Simulate standardized patient encounters for medical training, supporting OSCE-style history-taking practice, communication skills rehearsal, and educational debriefing.

The agent's own nightly dream process. Use when the agent itself is entering, reporting on, or being asked about its own dream state. The agent is the dreamer — not the user. Triggers: "are you dreami

Hotel search and pricing via the RollingGo CLI. Use when the user wants to search hotels by destination, filter by date/star/budget/tags/distance, inspect hotel detail and room pricing, or look up hot

Manage Alibaba Cloud TongyiTranslate (AnyTrans) via OpenAPI/SDK. Use whenever the user needs translation service resource operations in Alibaba Cloud, including list/create/update actions, task status

Research-grade Tavily web search for OpenClaw using native Node.js with zero dependencies. Use for deep web research, multi-URL content extraction, estimated Tavily credit tracking, response caching,

Manage Alibaba Cloud AIContent (AiContent) via OpenAPI/SDK. Use whenever the user needs AI content generation or content workflow operations in Alibaba Cloud, including listing assets, creating/updati

Hire humans for physical-world tasks via RentAHuman.ai. Search available humans by skill, post bounties, start conversations, and coordinate real-world work. Use when the user needs something done in

根据主题与时长生成短视频口播分镜表：镜号、秒数、画面、口播、花字/字幕提示。 Use when: 用户要做短视频、口播、分镜、抖音/B 站/视频号脚本；用户说「口播脚本」「分镜表」「60 秒视频怎么拍」。 NOT for: 直接导出剪映工程文件；复杂多机位院线级分镜（本 skill 偏口播/Vlog 结构）。

Use this skill when the user wants an SEO audit, technical SEO review, page-level Google or Yandex analysis, robots.txt or sitemap validation, canonical/indexability checks, or a client-ready SEO repo

Operate and explain Quote.Trade for bot/agent workflows. Use when users ask about "DEX for AI agents", "crypto exchange for AI agents", "AI native exchange", Quote.Trade API/WebSocket integration, acc

Convert PDFs and documents to markdown, index them locally for RAG retrieval, and analyze them token-efficiently. Use when asked to: read/analyze/summarize a PDF, process a document, boof a file, extr

Enhance Telegram replies with context-aware dynamic CTA buttons (Smart Launcher UI). Use when replying to users on Telegram to provide relevant, time-sensitive, and task-oriented options for better in

Scrape AI-related articles from Substack search using browser automation. Uses agent-browser to render Substack's JS-dependent search page, extract titles, authors, and summaries, and format them as a

Order food delivery via browser automation, triggered by calendar events. Supports two modes — Direct (specific service + restaurant) and Discovery (criteria-based search across all services). Service

Local memory management for agents. Compression detection, auto-snapshots, and semantic search. Use when agents need to detect compression risk before memory loss, save context snapshots, search histo

Access ATXP paid API tools for web search, AI image generation, music creation, video generation, X/Twitter search, email, and agent account management. Use when users need real-time web search, AI-ge

Web search without an API key using DuckDuckGo Lite via web_fetch. Use as a fallback when web_search fails with missing_brave_api_key error, or whenever you need to search the web and no search API is

Query, design, migrate, and optimize SQL databases. Use when working with SQLite, PostgreSQL, or MySQL — schema design, writing queries, creating migrations, indexing, backup/restore, and debugging sl

Browse and search Reddit in read-only mode using public JSON endpoints. Use when the user asks to browse subreddits, search for posts by topic, inspect comment threads, or build a shortlist of links t

Text-to-speech conversion using node-edge-tts npm package for generating audio from text. Supports multiple voices, languages, speed adjustment, pitch control, and subtitle generation. Use when: (1) U

根据用户提供的内容方向自动生成提示词并创作爽文小说。适用场景：(1) 用户提供小说方向/题材/关键词，(2) 需要生成章节连贯的长篇爽文，(3) 需要维护角色、地点、情节的连续性，(4) 需要为关键情节生成图解，(5) 需要记录生成失败场景以优化后续创作。支持都市、修仙、玄幻、重生、系统流等多种题材。Use when user asks to write a novel, generate fic

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback

Deploy applications and manage projects with complete CLI reference. Commands for deployments, projects, domains, environment variables, and live documentation access.

Systematic code review patterns covering security, performance, maintainability, correctness, and testing — with severity levels, structured feedback guidance, review process, and anti-patterns to avo

After you give a substantive answer or draft that the user may act on — advice or recommendations, drafted artifacts such as goals, plans, pitches, proposals, or emails, estimates or projections, anal

Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a G

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This wor

Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .xltx, .csv, or .tsv file (e.

Perform a comprehensive read-only security audit of Clawdbot's own configuration. This is a knowledge-based skill that teaches Clawdbot to identify hardening opportunities across the system. Use when

Manage, optimize, and troubleshoot the OpenClaw memory system — MEMORY.md curation, daily logs (memory/YYYY-MM-DD.md), memory_search tuning, compaction survival, and vector/hybrid search configuration

Build high-performing OpenClaw agents end-to-end. Use when you want to design a new agent (persona + operating rules) and generate the required OpenClaw workspace files (SOUL.md, IDENTITY.md, AGENTS.m

Python coding guidelines and best practices. Use when writing, reviewing, or refactoring Python code. Enforces PEP 8 style, syntax validation via py_compile, unit test execution, modern Python version

Guides systematic root-cause debugging. Use when tests fail, builds break, something that worked yesterday broke, behavior doesn't match expectations, or you encounter any unexpected error. Use when y

Structures git workflow practices. Use when making any code change. Use when committing, branching, resolving conflicts, splitting uncommitted work in a messy working tree into clean atomic commits, o

Delivers changes incrementally in thin, verifiable slices. Use when implementing any feature or change that touches more than one file, or when picking up the next task from a plan. Use when rolling a

Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to another. Use when migrating a database schema in production, su